Qiu-Qi Yuan

End-to-End Generative Design and Physically Interpretable Performance Evaluation of Casting Part Ribs Based on VAE-GAN and Task-Adaptive Graph Attention

The design of stiffened thin-walled structures, commonly employed in die-cast automotive and aerospace components, is constrained by limited high-fidelity engineering data and the inherent difficulty of decoding mechanical mechanisms within complex, non-periodic topologies. Data are scarce and complex topologies are ha...